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Federated Learning

Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning
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AI Generated 🤗 Daily Papers Machine Learning Federated Learning 🏢 MIPT
Simple tweak, big privacy win: MLP-based architectures boost data protection in federated learning.
A New Federated Learning Framework Against Gradient Inversion Attacks
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AI Generated 🤗 Daily Papers Machine Learning Federated Learning 🏢 School of Computing and Data Science, University of Hong Kong
HyperFL: A new federated learning framework breaking the direct connection between shared parameters and private data, effectively defending against gradient inversion attacks while maintaining favora…